Posts
All my thoughts and insights on technology, productivity, and life.
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Chain of Agents: How Single Models Can Replace Expensive Multi-Agent Systems
Published: Aug 25, 2025Toronto, CanadaChain-of-Agents trains single models to simulate multi-agent collaboration, achieving 84.6% cost reduction while beating traditional multi-agent systems. Here's what this breakthrough means for how you build with AI.
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Thoughts on Grok 2.5: xAI's Strategic Open-Source Play
Published: Aug 25, 2025Toronto, CanadaAn analysis of xAI's Grok 2.5 open-source release, its competitive benchmarks, licensing strategy, and what it means for the future of enterprise AI adoption and reasoning models.
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Beyond the Prompt: Engineering Context with Go
Published: Aug 25, 2025Toronto, CanadaStatic prompts create costly, blind AI agents. The solution is context engineering: dynamic prompts that adapt to runtime state, enabled by Go's context.Context pattern. This is how you build agents that are economically viable.
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Agentic Directives: Ten Commands for an Agentic Company
Published: Aug 24, 2025Updated: Aug 25, 2025Toronto, CanadaAI agents are the new workforce. Companies now need directives, not principles. Here are ten commands that will define the most successful agentic organizations.